Trajectory-controlled human motion generation on KIT-ML (test) benchmark leaderboard · SOTA2 Research

Trajectory-controlled human motion generation on KIT-ML (test)

0.031FIDReal

Evaluation Results

Method	Links
Real2026.05		0.031	0.779	11.08	0	0	0
CMC2026.05		0.242	0.779	10.937	1.14	0.06	0.74
CMC2026.05		0.245	0.788	11.114	1.42	0.1	0.67
CMC2026.05		0.259	0.772	11.068	0.57	0.02	0.41
CMC2026.05		0.26	0.771	10.985	0.57	0.03	0.57
CMC2026.05		0.271	0.778	11.007	0.97	0.05	0.64
CMC2026.05		0.311	0.789	10.955	1.42	0.07	0.82
CMC2026.05		0.312	0.771	10.985	0.71	0.02	0.65
TLControl2026.05		0.432	0.757	10.723	0.28	0.11	2.76
TLControl2026.05		0.487	0.751	10.716	0.52	0.15	2.98
Omnicontrol2026.05		0.537	0.389	10.972	36.65	7.88	16.7
Omnicontrol2026.05		0.569	0.389	10.89	31.39	6.94	18.24
Omnicontrol2026.05		0.575	0.376	10.893	37.64	7.74	16.6
Omnicontrol2026.05		0.631	0.392	10.836	30.68	6.65	18.19
Omnicontrol2026.05		0.788	0.379	10.841	14.33	3.68	8.54
PriorMDM2026.05		0.851	0.397	10.518	33.1	14	23.05
Omnicontrol2026.05		0.866	0.395	10.981	22.16	5.47	13.42
Omnicontrol2026.05		1.417	0.374	10.823	24.42	6.25	14.7
GMD2026.05		1.565	0.382	9.664	54.43	30.03	40.7